I am an LLM and Agent Application Engineer with extensive experience in building controllable multi-agent systems and RAG pipelines. I specialize in agent orchestration using LangChain and LangGraph, as well as integrating LLMs into recommendation systems to improve user experience through personalized explanations and multi-source behavioral modeling.... Read more